SlideShare une entreprise Scribd logo
1  sur  9
David E Leahy Molecular Informatics Group Newcastle University
Development of PBPK Methods ,[object Object],[object Object],[object Object],[object Object],[object Object]
Physiologically Based PK Models ,[object Object],[object Object],[object Object]
In Vitro ADME ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
AUC Predictions by PBPK
Predicted Plasma Levels A, biperiden; B, acecainide; C, dofetilide; D, budesonide
PBPK  versus  Scaling Training Set Caldwell (n=176) I Ward (n=97) PBPK (n=69) Method I Method II Av. Fold E. 2.16 2.22 2.64 2.48 FE < 2 56% 52% 49% 46% FE < 3 77% 79% 70% 72% FE < 4 88% 86% 79% 75% Test Set Caldwell  (n=18) Ward (n=18) PBPK (n=18) Method I Method II Av. Fold E. 2.61 2.53 3.44 2.80 FE < 2 50% 50% 28% 50% FE < 3 56% 56% 44% 61% FE < 4 72% 67% 61% 72% Median P/A 1.74 1.60 2.54 1.11
Scaling(Ward Scaling) PBPK Scaling (Caudwell II) Scaling (Cauldwell I)
Summary ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Contenu connexe

Tendances (7)

Plasma phospholipids identify antecedent memory impairment in older adults
Plasma phospholipids identify antecedent memory impairment in older adultsPlasma phospholipids identify antecedent memory impairment in older adults
Plasma phospholipids identify antecedent memory impairment in older adults
 
Detection of misfolded aβ oligomers for sensitive biochemical diagnosis of Al...
Detection of misfolded aβ oligomers for sensitive biochemical diagnosis of Al...Detection of misfolded aβ oligomers for sensitive biochemical diagnosis of Al...
Detection of misfolded aβ oligomers for sensitive biochemical diagnosis of Al...
 
Xi_et_al-2009-FEBS_Letters
Xi_et_al-2009-FEBS_LettersXi_et_al-2009-FEBS_Letters
Xi_et_al-2009-FEBS_Letters
 
Dapagliflozin
DapagliflozinDapagliflozin
Dapagliflozin
 
Caryne Stacia Neuropharm
Caryne Stacia NeuropharmCaryne Stacia Neuropharm
Caryne Stacia Neuropharm
 
Thesis Poster Presentation
Thesis Poster Presentation Thesis Poster Presentation
Thesis Poster Presentation
 
Rosloniec_et_al-2009-Molecular_Microbiology.sup-1
Rosloniec_et_al-2009-Molecular_Microbiology.sup-1Rosloniec_et_al-2009-Molecular_Microbiology.sup-1
Rosloniec_et_al-2009-Molecular_Microbiology.sup-1
 

Similaire à PBPK simulation as an alternative to animal testing

ASCB_Poster_edit_TM1_GA1_TV5
ASCB_Poster_edit_TM1_GA1_TV5ASCB_Poster_edit_TM1_GA1_TV5
ASCB_Poster_edit_TM1_GA1_TV5
James Luginsland
 

Similaire à PBPK simulation as an alternative to animal testing (8)

Multiplex energy metabolism
Multiplex energy metabolismMultiplex energy metabolism
Multiplex energy metabolism
 
CE-Symm jLBR talk
CE-Symm jLBR talkCE-Symm jLBR talk
CE-Symm jLBR talk
 
ASCB_Poster_edit_TM1_GA1_TV5
ASCB_Poster_edit_TM1_GA1_TV5ASCB_Poster_edit_TM1_GA1_TV5
ASCB_Poster_edit_TM1_GA1_TV5
 
Milap Thaker - Biology Powerpoint: Harvard University - DNA Damage Checkpoints
Milap Thaker - Biology Powerpoint: Harvard University -  DNA Damage CheckpointsMilap Thaker - Biology Powerpoint: Harvard University -  DNA Damage Checkpoints
Milap Thaker - Biology Powerpoint: Harvard University - DNA Damage Checkpoints
 
Shape Signatures Light
Shape Signatures LightShape Signatures Light
Shape Signatures Light
 
Optimization of experimental protocols for cellular lysis
Optimization of experimental protocols for cellular lysisOptimization of experimental protocols for cellular lysis
Optimization of experimental protocols for cellular lysis
 
Presentation
PresentationPresentation
Presentation
 
Poster HCSPHARMA (OncoLilleDays2022) - Mechanobiological characterization of ...
Poster HCSPHARMA (OncoLilleDays2022) - Mechanobiological characterization of ...Poster HCSPHARMA (OncoLilleDays2022) - Mechanobiological characterization of ...
Poster HCSPHARMA (OncoLilleDays2022) - Mechanobiological characterization of ...
 

Plus de David Leahy

Automating Drug Design Nov 13th 2009 97
Automating Drug Design Nov 13th 2009 97Automating Drug Design Nov 13th 2009 97
Automating Drug Design Nov 13th 2009 97
David Leahy
 
InkSpot Science presentation at Open Science Meeting
InkSpot Science presentation at Open Science MeetingInkSpot Science presentation at Open Science Meeting
InkSpot Science presentation at Open Science Meeting
David Leahy
 

Plus de David Leahy (10)

AI is the Future of Drug Discovery
AI is the Future of Drug DiscoveryAI is the Future of Drug Discovery
AI is the Future of Drug Discovery
 
Most Drug Discovery Scientists could be replaced by Software Systems
Most Drug Discovery Scientists could be replaced by Software SystemsMost Drug Discovery Scientists could be replaced by Software Systems
Most Drug Discovery Scientists could be replaced by Software Systems
 
Automated QSAR
Automated QSAR Automated QSAR
Automated QSAR
 
Automating Drug Design Nov 13th 2009 97
Automating Drug Design Nov 13th 2009 97Automating Drug Design Nov 13th 2009 97
Automating Drug Design Nov 13th 2009 97
 
From Hammett to the Semantic Web
From Hammett to the Semantic WebFrom Hammett to the Semantic Web
From Hammett to the Semantic Web
 
Meta QSAR
Meta QSARMeta QSAR
Meta QSAR
 
InkSpot Science presentation at Open Science Meeting
InkSpot Science presentation at Open Science MeetingInkSpot Science presentation at Open Science Meeting
InkSpot Science presentation at Open Science Meeting
 
Discovery Bus: UK QSAR meeting at GSK
Discovery Bus: UK QSAR meeting at GSKDiscovery Bus: UK QSAR meeting at GSK
Discovery Bus: UK QSAR meeting at GSK
 
Forager Poster
Forager PosterForager Poster
Forager Poster
 
Colonist
ColonistColonist
Colonist
 

Dernier

Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Safe Software
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
?#DUbAI#??##{{(☎️+971_581248768%)**%*]'#abortion pills for sale in dubai@
 
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Victor Rentea
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Safe Software
 

Dernier (20)

Cyberprint. Dark Pink Apt Group [EN].pdf
Cyberprint. Dark Pink Apt Group [EN].pdfCyberprint. Dark Pink Apt Group [EN].pdf
Cyberprint. Dark Pink Apt Group [EN].pdf
 
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
 
AXA XL - Insurer Innovation Award Americas 2024
AXA XL - Insurer Innovation Award Americas 2024AXA XL - Insurer Innovation Award Americas 2024
AXA XL - Insurer Innovation Award Americas 2024
 
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 AmsterdamDEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
 
[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
ICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesICT role in 21st century education and its challenges
ICT role in 21st century education and its challenges
 
Exploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusExploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with Milvus
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 
CNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In PakistanCNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In Pakistan
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ..."I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
 
Corporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxCorporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptx
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 

PBPK simulation as an alternative to animal testing

  • 1. David E Leahy Molecular Informatics Group Newcastle University
  • 2.
  • 3.
  • 4.
  • 6. Predicted Plasma Levels A, biperiden; B, acecainide; C, dofetilide; D, budesonide
  • 7. PBPK versus Scaling Training Set Caldwell (n=176) I Ward (n=97) PBPK (n=69) Method I Method II Av. Fold E. 2.16 2.22 2.64 2.48 FE < 2 56% 52% 49% 46% FE < 3 77% 79% 70% 72% FE < 4 88% 86% 79% 75% Test Set Caldwell (n=18) Ward (n=18) PBPK (n=18) Method I Method II Av. Fold E. 2.61 2.53 3.44 2.80 FE < 2 50% 50% 28% 50% FE < 3 56% 56% 44% 61% FE < 4 72% 67% 61% 72% Median P/A 1.74 1.60 2.54 1.11
  • 8. Scaling(Ward Scaling) PBPK Scaling (Caudwell II) Scaling (Cauldwell I)
  • 9.